Skip to main content
Top

2020 | OriginalPaper | Chapter

Implementation of hDE-HTS Optimized T2FPID Controller in Solar-Thermal System

Authors : Binod Shaw, Jyoti Ranjan Nayak, Rajkumar Sahu

Published in: Data Management, Analytics and Innovation

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In this paper, a fair approach is interpreted to validate the novelty of Type-2 Fuzzy PID (T2FPID) controller over Type-1 or conventional Fuzzy PID (FPID) and PI controller as secondary frequency controller and Heat Transfer Search (HTS) algorithm is adopted to extract the optimum gains of the controllers. T2FPID controller has a beautiful property to handle large uncertainties of the system with extra degree of freedom. T2FPID controller is implemented in a two area interconnected thermal-PV power system to enhance the system performance. ITAE is adopted as objective function of the system to lessen the undershoot, overshoot, and settling time of frequency and tie-line power deviation. A novel hDE-HTS algorithm is adopted to enhance the system performance by searching the relevant pair of gains of controller. This analysis is executed by implementing a step signal (load disturbance) of magnitude 0.1 in area-2 to study the transiency of the system. The novelty of this work is to implement hDE-HTS optimized T2FPID controller to enhance the Solar-thermal system responses (Frequency and tie-line power deviations).

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Literature
1.
go back to reference Kundur, P.: Power System Stability and Control by Prabha Kundur.pdf, p. 1199 (1993) Kundur, P.: Power System Stability and Control by Prabha Kundur.pdf, p. 1199 (1993)
2.
go back to reference Ibrahim Kumar, P., Kothari, D.P.: Recent philosophies of automatic generation control strategies in power systems. IEEE Trans. Power Syst. 20(1), 346–357 (2005)CrossRef Ibrahim Kumar, P., Kothari, D.P.: Recent philosophies of automatic generation control strategies in power systems. IEEE Trans. Power Syst. 20(1), 346–357 (2005)CrossRef
3.
go back to reference Abraham, R.J., Das, D., Patra, A.: Automatic generation control of an interconnected hydrothermal power system considering superconducting magnetic energy storage. Int. J. Electr. Power Energy Syst. 29(8), 571–579 (2007)CrossRef Abraham, R.J., Das, D., Patra, A.: Automatic generation control of an interconnected hydrothermal power system considering superconducting magnetic energy storage. Int. J. Electr. Power Energy Syst. 29(8), 571–579 (2007)CrossRef
4.
go back to reference Singh, R., Sen, I.: Tuning of PID controller based AGC system using genetic algorithms, vol. 3, pp 531–534 (2004) Singh, R., Sen, I.: Tuning of PID controller based AGC system using genetic algorithms, vol. 3, pp 531–534 (2004)
5.
go back to reference Dash, P., Saikia, L.C., Sinha, N.: Flower pollination algorithm optimized PI-PD cascade controller in automatic generation control of a multi-area power system. Int. J. Electr. Power Energy Syst. 82, 19–28 (2016)CrossRef Dash, P., Saikia, L.C., Sinha, N.: Flower pollination algorithm optimized PI-PD cascade controller in automatic generation control of a multi-area power system. Int. J. Electr. Power Energy Syst. 82, 19–28 (2016)CrossRef
6.
go back to reference Sahu, R.K., Panda, S., Rout, U.K.: DE optimized parallel 2-DOF PID controller for load frequency control of power system with governor dead-band nonlinearity. Int. J. Electr. Power Energy Syst. 49(1), 19–33 (2013)CrossRef Sahu, R.K., Panda, S., Rout, U.K.: DE optimized parallel 2-DOF PID controller for load frequency control of power system with governor dead-band nonlinearity. Int. J. Electr. Power Energy Syst. 49(1), 19–33 (2013)CrossRef
7.
go back to reference Sinha, N., Saikia, L.C., Rahman, A.: Maiden application of hybrid pattern search-biogeography based optimisation technique in automatic generation control of a multi-area system incorporating interline power flow controller. IET Gener. Transm. Distrib. 10(7), 1654–1662 (2016)CrossRef Sinha, N., Saikia, L.C., Rahman, A.: Maiden application of hybrid pattern search-biogeography based optimisation technique in automatic generation control of a multi-area system incorporating interline power flow controller. IET Gener. Transm. Distrib. 10(7), 1654–1662 (2016)CrossRef
8.
go back to reference Dash, P., Saikia, L.C., Sinha, N.: Automatic generation control of multi area thermal system using Bat algorithm optimized PD-PID cascade controller. Int. J. Electr. Power Energy Syst. 68, 364–372 (2015)CrossRef Dash, P., Saikia, L.C., Sinha, N.: Automatic generation control of multi area thermal system using Bat algorithm optimized PD-PID cascade controller. Int. J. Electr. Power Energy Syst. 68, 364–372 (2015)CrossRef
9.
go back to reference Alomoush, M.I.: Load frequency control and automatic generation control using fractional-order controllers. Electr. Eng. 91(6), 357–368 (2010)CrossRef Alomoush, M.I.: Load frequency control and automatic generation control using fractional-order controllers. Electr. Eng. 91(6), 357–368 (2010)CrossRef
10.
go back to reference Arya, Y.: Automatic generation control of two-area electrical power systems via optimal fuzzy classical controller. J. Frankl. Inst. 355(5), 2662–2688 (2018)MathSciNetCrossRef Arya, Y.: Automatic generation control of two-area electrical power systems via optimal fuzzy classical controller. J. Frankl. Inst. 355(5), 2662–2688 (2018)MathSciNetCrossRef
11.
go back to reference Abd-Elazim, S.M., Ali, E.S.: Firefly algorithm-based load frequency controller design of a two area system composing of PV grid and thermal generator. Electr. Eng. 100(2), 1253–1262 (2018)CrossRef Abd-Elazim, S.M., Ali, E.S.: Firefly algorithm-based load frequency controller design of a two area system composing of PV grid and thermal generator. Electr. Eng. 100(2), 1253–1262 (2018)CrossRef
12.
go back to reference Nayak, J.R., Shaw, B.: Application of group hunting search optimized cascade PD-fractional order PID controller in interconnected thermal power system. Trends Renew. Energy 4(3), 22–33 (2018)CrossRef Nayak, J.R., Shaw, B.: Application of group hunting search optimized cascade PD-fractional order PID controller in interconnected thermal power system. Trends Renew. Energy 4(3), 22–33 (2018)CrossRef
13.
go back to reference Indulkar, C.S., Raj, B.: Application of fuzzy controller to automatic generation control. Electr. Mach. Power Syst. 23(2), 209–220 (1995)CrossRef Indulkar, C.S., Raj, B.: Application of fuzzy controller to automatic generation control. Electr. Mach. Power Syst. 23(2), 209–220 (1995)CrossRef
14.
go back to reference Çam, E., Kocaarslan, I.: Load frequency control in two area power systems using fuzzy logic controller. Energy Convers. Manag. 46(2), 233–243 (2005)CrossRef Çam, E., Kocaarslan, I.: Load frequency control in two area power systems using fuzzy logic controller. Energy Convers. Manag. 46(2), 233–243 (2005)CrossRef
15.
go back to reference Sahu, B.K., Pati, T.K., Nayak, J.R., Panda, S., Kar, S.K.: A novel hybrid LUS-TLBO optimized fuzzy-PID controller for load frequency control of multi-source power system. Int. J. Electr. Power Energy Syst. 74, 58–69 (2016)CrossRef Sahu, B.K., Pati, T.K., Nayak, J.R., Panda, S., Kar, S.K.: A novel hybrid LUS-TLBO optimized fuzzy-PID controller for load frequency control of multi-source power system. Int. J. Electr. Power Energy Syst. 74, 58–69 (2016)CrossRef
16.
go back to reference Nayak, J.R., Pati, T.K., Sahu, B.K., Kar, S.K.: Fuzzy-PID controller optimized TLBO algorithm on automatic generation control of a two-area interconnected power system. In: IEEE International Conference on Circuits, Power and Computing Technologies ICCPCT 2015, pp 4–7 (2015) Nayak, J.R., Pati, T.K., Sahu, B.K., Kar, S.K.: Fuzzy-PID controller optimized TLBO algorithm on automatic generation control of a two-area interconnected power system. In: IEEE International Conference on Circuits, Power and Computing Technologies ICCPCT 2015, pp 4–7 (2015)
17.
go back to reference Pati, T.K., Nayak, J.R., Sahu, B.K.: Application of TLBO algorithm to study the performance of automatic generation control of a two-area multi-units interconnected power system. In: 2015 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems SPICES 2015 (2015) Pati, T.K., Nayak, J.R., Sahu, B.K.: Application of TLBO algorithm to study the performance of automatic generation control of a two-area multi-units interconnected power system. In: 2015 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems SPICES 2015 (2015)
18.
go back to reference Nayak, J.R., Shaw, B., Das, S., Sahu, B.K.: Design of MI fuzzy PID controller optimized by Modified Group Hunting Search algorithm for interconnected power system. Microsyst. Technol. 24, 3615–3621 (2018)CrossRef Nayak, J.R., Shaw, B., Das, S., Sahu, B.K.: Design of MI fuzzy PID controller optimized by Modified Group Hunting Search algorithm for interconnected power system. Microsyst. Technol. 24, 3615–3621 (2018)CrossRef
19.
go back to reference Nayak, J.R., Shaw, B., Shahu, B.K.: Load frequency control of hydro-thermal power system using fuzzy PID controller optimized by hybrid DECRPSO algorithm. Int. J. Pure Appl. Math. 114(9), 147–155 (2017) Nayak, J.R., Shaw, B., Shahu, B.K.: Load frequency control of hydro-thermal power system using fuzzy PID controller optimized by hybrid DECRPSO algorithm. Int. J. Pure Appl. Math. 114(9), 147–155 (2017)
20.
go back to reference Biglarbegian, M., Melek, W.W., Mendel, J.M.: Design of novel interval type-2 fuzzy controllers for modular and reconfigurable robots: theory and experiments. IEEE Trans. Ind. Electron. 58(4), 1371–1384 (2011)CrossRef Biglarbegian, M., Melek, W.W., Mendel, J.M.: Design of novel interval type-2 fuzzy controllers for modular and reconfigurable robots: theory and experiments. IEEE Trans. Ind. Electron. 58(4), 1371–1384 (2011)CrossRef
21.
go back to reference Nayak, J.R., Shaw, B., Sahu, B.K.: Application of adaptive-SOS (ASOS) algorithm based interval type-2 fuzzy-PID controller with derivative filter for automatic generation control of an interconnected power system. Eng. Sci. Technol. Int. J. 21(3), 465–485 (2018)CrossRef Nayak, J.R., Shaw, B., Sahu, B.K.: Application of adaptive-SOS (ASOS) algorithm based interval type-2 fuzzy-PID controller with derivative filter for automatic generation control of an interconnected power system. Eng. Sci. Technol. Int. J. 21(3), 465–485 (2018)CrossRef
22.
go back to reference Patel, K., Savsani, V.J.: Heat transfer search (HTS): a novel optimization algorithm. Inf. Sci. (NY) 324, 217–246 (2015)CrossRef Patel, K., Savsani, V.J.: Heat transfer search (HTS): a novel optimization algorithm. Inf. Sci. (NY) 324, 217–246 (2015)CrossRef
23.
go back to reference Storn, R., Price, K.: Differential evolution—a simple and efficient heuristic for global optimization over continuous spaces. J. Global Optim. 11(4), 341–359 (1997)MathSciNetCrossRef Storn, R., Price, K.: Differential evolution—a simple and efficient heuristic for global optimization over continuous spaces. J. Global Optim. 11(4), 341–359 (1997)MathSciNetCrossRef
Metadata
Title
Implementation of hDE-HTS Optimized T2FPID Controller in Solar-Thermal System
Authors
Binod Shaw
Jyoti Ranjan Nayak
Rajkumar Sahu
Copyright Year
2020
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-32-9949-8_27